socraticode

socraticode is a local MCP server: MCP server for enterprise local codebase indexing, semantic search, and code dependency graphs. Install it from npm as socraticode.

Claude CodeCodexAntigravity

commandprompt

Terminal

claude mcp add socraticode -e EMBEDDING_PROVIDER=... -e OPENAI_API_KEY=... -e GOOGLE_API_KEY=... -e OLLAMA_URL=... -e EMBEDDING_MODEL=... -e EMBEDDING_DIMENSIONS=... -e OLLAMA_MODE=... -e OLLAMA_API_KEY=... -e LMSTUDIO_URL=... -e LMSTUDIO_API_KEY=... -e LMSTUDIO_ALLOW_MISSING_MODEL_LISTING=... -e LITELLM_URL=... -e LITELLM_API_KEY=... -e LITELLM_SEND_DIMENSIONS=... -e QDRANT_MODE=... -e QDRANT_URL=... -e QDRANT_API_KEY=... -- npx -y socraticode

Run in your project folder. Add --scope user to use it everywhere.

Add to claude_desktop_config.json or .cursor/mcp.json.

{
  "mcpServers": {
    "socraticode": {
      "command": "npx",
      "args": [
        "-y",
        "socraticode"
      ],
      "env": {
        "EMBEDDING_PROVIDER": "...",
        "OPENAI_API_KEY": "...",
        "GOOGLE_API_KEY": "...",
        "OLLAMA_URL": "...",
        "EMBEDDING_MODEL": "...",
        "EMBEDDING_DIMENSIONS": "...",
        "OLLAMA_MODE": "...",
        "OLLAMA_API_KEY": "...",
        "LMSTUDIO_URL": "...",
        "LMSTUDIO_API_KEY": "...",
        "LMSTUDIO_ALLOW_MISSING_MODEL_LISTING": "...",
        "LITELLM_URL": "...",
        "LITELLM_API_KEY": "...",
        "LITELLM_SEND_DIMENSIONS": "...",
        "QDRANT_MODE": "...",
        "QDRANT_URL": "...",
        "QDRANT_API_KEY": "..."
      }
    }
  }
}

Fill in the environment variables with your own credentials.

• Runtime: Node.js 18+ (runs with npx).
• MCP client: Claude Code, Codex, Antigravity, Claude Desktop, Cursor or any other client that speaks MCP over stdio.
• Environment variables: EMBEDDING_PROVIDER, OPENAI_API_KEY, GOOGLE_API_KEY, OLLAMA_URL, EMBEDDING_MODEL, EMBEDDING_DIMENSIONS, OLLAMA_MODE, OLLAMA_API_KEY, LMSTUDIO_URL, LMSTUDIO_API_KEY, LMSTUDIO_ALLOW_MISSING_MODEL_LISTING, LITELLM_URL, LITELLM_API_KEY, LITELLM_SEND_DIMENSIONS, QDRANT_MODE, QDRANT_URL, QDRANT_API_KEY